Classification of home appliance electricity consumption using power signature and harmonic features
A method of classifying home appliance electricity consumption is proposed in this paper. With the information retrieved from power signatures and harmonic features, the method excels at its systematic grouping capability of home appliances. It is also beneficial for residents to comprehend their ho...
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| creator | Shyh-Jier Huang Cheng-Tao Hsieh Lun-Chia Kuo Chun-Wei Lin Che-Wei Chang Shyang-An Fang |
| description | A method of classifying home appliance electricity consumption is proposed in this paper. With the information retrieved from power signatures and harmonic features, the method excels at its systematic grouping capability of home appliances. It is also beneficial for residents to comprehend their home electricity variations. This proposed approach has been prototyped with hardware realization. Experimental results based on the tested appliance shows its potential of development for the application considered. |
| doi_str_mv | 10.1109/PEDS.2011.6147311 |
| format | Conference Proceeding |
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Experimental results based on the tested appliance shows its potential of development for the application considered.</description><subject>Current measurement</subject><subject>electricity consumption</subject><subject>Fans</subject><subject>Home appliance</subject><subject>Home appliances</subject><subject>Instruments</subject><subject>Measurement uncertainty</subject><subject>power signatures</subject><subject>Quantization</subject><subject>Reactive power</subject><issn>2164-5256</issn><isbn>1612849997</isbn><isbn>9781612849997</isbn><isbn>145770000X</isbn><isbn>1457700018</isbn><isbn>9781457700019</isbn><isbn>9781457700002</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2011</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotUNtKAzEUjKhgrf0A8SU_sDXJ5vootV6goGAffCtJ9qQN7GaXzRbp3xuq83I4w5zDzCB0T8mSUmIeP9fPX0tGKF1KylVN6QW6pVwoRQq-L8siKdPcGKOu0IxRySvBhLxBi5yjI0QLoriWM9SsWluoEL2dYp9wH_Ch7wDbYWijTR4wtOCnMfo4nbDvUz52w1l5zDHt8dD_wIhz3Cc7Hcdylxp8sGPXp-hxgDOZ79B1sG2Gxf-co-3Lert6qzYfr--rp00VDZkq51wgLEBTjFkjtRFWl3QQHPfaMu20B0odCyU21NKIpuakVko0jgtmaT1HD39vIwDshjF2djzt_guqfwGlB1pV</recordid><startdate>201112</startdate><enddate>201112</enddate><creator>Shyh-Jier Huang</creator><creator>Cheng-Tao Hsieh</creator><creator>Lun-Chia Kuo</creator><creator>Chun-Wei Lin</creator><creator>Che-Wei Chang</creator><creator>Shyang-An Fang</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201112</creationdate><title>Classification of home appliance electricity consumption using power signature and harmonic features</title><author>Shyh-Jier Huang ; Cheng-Tao Hsieh ; Lun-Chia Kuo ; Chun-Wei Lin ; Che-Wei Chang ; Shyang-An Fang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-bbbf02fed486a96895a8614efb4c8a28b8ce11b2f011e3695d3403775db452a13</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Current measurement</topic><topic>electricity consumption</topic><topic>Fans</topic><topic>Home appliance</topic><topic>Home appliances</topic><topic>Instruments</topic><topic>Measurement uncertainty</topic><topic>power signatures</topic><topic>Quantization</topic><topic>Reactive power</topic><toplevel>online_resources</toplevel><creatorcontrib>Shyh-Jier Huang</creatorcontrib><creatorcontrib>Cheng-Tao Hsieh</creatorcontrib><creatorcontrib>Lun-Chia Kuo</creatorcontrib><creatorcontrib>Chun-Wei Lin</creatorcontrib><creatorcontrib>Che-Wei Chang</creatorcontrib><creatorcontrib>Shyang-An Fang</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Shyh-Jier Huang</au><au>Cheng-Tao Hsieh</au><au>Lun-Chia Kuo</au><au>Chun-Wei Lin</au><au>Che-Wei Chang</au><au>Shyang-An Fang</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Classification of home appliance electricity consumption using power signature and harmonic features</atitle><btitle>2011 IEEE Ninth International Conference on Power Electronics and Drive Systems</btitle><stitle>PEDS</stitle><date>2011-12</date><risdate>2011</risdate><spage>596</spage><epage>599</epage><pages>596-599</pages><issn>2164-5256</issn><isbn>1612849997</isbn><isbn>9781612849997</isbn><eisbn>145770000X</eisbn><eisbn>1457700018</eisbn><eisbn>9781457700019</eisbn><eisbn>9781457700002</eisbn><abstract>A method of classifying home appliance electricity consumption is proposed in this paper. With the information retrieved from power signatures and harmonic features, the method excels at its systematic grouping capability of home appliances. It is also beneficial for residents to comprehend their home electricity variations. This proposed approach has been prototyped with hardware realization. Experimental results based on the tested appliance shows its potential of development for the application considered.</abstract><pub>IEEE</pub><doi>10.1109/PEDS.2011.6147311</doi><tpages>4</tpages></addata></record> |
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| ispartof | 2011 IEEE Ninth International Conference on Power Electronics and Drive Systems, 2011, p.596-599 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Current measurement electricity consumption Fans Home appliance Home appliances Instruments Measurement uncertainty power signatures Quantization Reactive power |
| title | Classification of home appliance electricity consumption using power signature and harmonic features |
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